tools/run-local-candidate-benchmark.mjs

#!/usr/bin/env node
import { spawn } from "node:child_process";
import { existsSync } from "node:fs";
import { mkdir, rm, writeFile } from "node:fs/promises";
import { tmpdir } from "node:os";
import { dirname, resolve } from "node:path";

const url = process.env.BROWSER_SPEAK_URL ?? "http://127.0.0.1:5174/";
const chrome =
  process.env.CHROME_BIN ??
  (existsSync("/opt/google/chrome/chrome")
    ? "/opt/google/chrome/chrome"
    : existsSync("/usr/bin/google-chrome")
      ? "/usr/bin/google-chrome"
      : "chromium");
const resultPath = resolve(process.env.BROWSER_SPEAK_LOCAL_JSON ?? `${tmpdir()}/browser-speak-local-candidates.json`);
const profileDir = resolve(process.env.BROWSER_SPEAK_LOCAL_PROFILE_DIR ?? `${tmpdir()}/browser-speak-local-profile`);
const protocolTimeoutMs = Number(process.env.BROWSER_SPEAK_CDP_TIMEOUT_MS ?? 60000);
const pollTimeoutMs = Number(process.env.BROWSER_SPEAK_CDP_POLL_TIMEOUT_MS ?? 5000);
const pageUnresponsiveTimeoutMs = Number(process.env.BROWSER_SPEAK_PAGE_UNRESPONSIVE_TIMEOUT_MS ?? 120000);
const loadTimeoutMs = Number(process.env.BROWSER_SPEAK_LOAD_TIMEOUT_MS ?? 360000);
const taskTimeoutMs = Number(process.env.BROWSER_SPEAK_TASK_TIMEOUT_MS ?? 180000);
const ttsWarmup = process.env.BROWSER_SPEAK_TTS_WARMUP === "true";
const reuseProfile = process.env.BROWSER_SPEAK_LOCAL_REUSE_PROFILE === "true";
const headless = process.env.BROWSER_SPEAK_HEADLESS !== "false";
const dryRun = process.env.BROWSER_SPEAK_LOCAL_DRY_RUN === "true";
const localTasks = parseList(process.env.BROWSER_SPEAK_LOCAL_TASKS ?? "tts,loopback");
const stacks = buildStacks().slice(0, maxStacks());

async function main() {
  const config = benchmarkConfig();
  if (dryRun) {
    const payload = {
      generatedAt: new Date().toISOString(),
      dryRun: true,
      url,
      config,
      candidates: stacks.map((stack) => ({ stack, status: "planned" })),
    };
    await mkdir(dirname(resultPath), { recursive: true });
    await writeJson(payload);
    console.log(`Wrote local candidate dry-run JSON: ${resultPath}`);
    console.log(`Planned ${stacks.length} stack(s): ${stacks.map(stackLabel).join("; ")}`);
    return;
  }

  await ensureServer();
  await mkdir(dirname(resultPath), { recursive: true });
  if (!reuseProfile) await rm(profileDir, { recursive: true, force: true });

  const browser = launchBrowser(9344, profileDir);
  const candidates = stacks.map((stack) => ({ stack, status: "pending" }));
  try {
    const client = await connectToPage(9344, browser);
    await waitForBenchApi(client);
    await runPageTask(client, "window.browserSpeakBench.clearResults()", { label: "clear results" });

    for (const candidate of candidates) {
      const label = stackLabel(candidate.stack);
      const startedAt = Date.now();
      let pageUsable = true;
      console.log(`Running local candidate: ${label}`);
      try {
        const before = await runPageTask(client, "window.browserSpeakBench.state()", {
          label: `${label} preflight`,
        });
        await runPageTask(client, `window.browserSpeakBench.loadStack(${JSON.stringify(candidate.stack)})`, {
          label: `${label} model load`,
          timeoutMs: loadTimeoutMs,
        });
        for (const task of localTasks) {
          await runTask(client, task, label);
        }
        const snapshot = await runPageTask(client, "window.browserSpeakBench.state()", {
          label: `${label} state`,
        });
        const addedCount = Math.max(0, snapshot.results.length - before.results.length);
        const rows = snapshot.results.slice(0, addedCount);
        const errors = rows.filter((row) => row.error);
        candidate.status = errors.length === 0 ? "complete" : "partial";
        candidate.durationMs = Date.now() - startedAt;
        candidate.rowCount = rows.length;
        candidate.errorCount = errors.length;
        candidate.metrics = metricsForRows(rows);
        candidate.summary = snapshot.summary.current ?? snapshot.summary.all;
        if (errors.length > 0) candidate.errors = errors.map((row) => `${row.kind}: ${row.error}`);
      } catch (error) {
        candidate.status = "failed";
        candidate.durationMs = Date.now() - startedAt;
        candidate.error = error.message;
        pageUsable = !isPageUnresponsiveError(error);
        console.error(`${label} failed: ${error.message}`);
      } finally {
        if (pageUsable) {
          await runPageTask(client, "window.browserSpeakBench.stop()", {
            label: `${label} stop`,
            timeoutMs: 20000,
          }).catch(() => {});
          const state = await runPageTask(client, "window.browserSpeakBench.state()", {
            label: `${label} loaded state`,
            timeoutMs: 20000,
          }).catch(() => null);
          if (state?.modelsLoaded || state?.modelsLoading) {
            await runPageTask(client, "window.browserSpeakBench.unload()", {
              label: `${label} unload`,
              timeoutMs: 60000,
            }).catch((error) => {
              candidate.unloadError = error.message;
            });
          }
        } else {
          candidate.unloadError = "Skipped page cleanup because the renderer was unresponsive.";
        }
        await writeJson(await exportPayload(client, candidates));
      }
      if (!pageUsable) break;
    }

    const payload = await exportPayload(client, candidates);
    await writeJson(payload);
    console.log(`Wrote local candidate benchmark JSON: ${resultPath}`);
    summarizeCandidates(payload.candidates);
    await client.closeBrowser();
  } finally {
    await stopBrowser(browser, reuseProfile ? null : profileDir);
  }
}

async function runTask(client, task, label) {
  const normalized = task.toLowerCase();
  const loopbackOptions = {
    timeoutMs: 180000,
    ...(process.env.BROWSER_SPEAK_LOOPBACK_TEXT ? { text: process.env.BROWSER_SPEAK_LOOPBACK_TEXT } : {}),
    ...(Number.isFinite(Number(process.env.BROWSER_SPEAK_LOOPBACK_SPEED))
      ? { speed: Number(process.env.BROWSER_SPEAK_LOOPBACK_SPEED) }
      : {}),
  };
  const expression = {
    tts: "window.browserSpeakBench.runTts({ timeoutMs: 90000 })",
    identity: "window.browserSpeakBench.runIdentity({ timeoutMs: 180000 })",
    chat: "window.browserSpeakBench.runChat({ timeoutMs: 180000 })",
    loopback: `window.browserSpeakBench.runLoopback(${JSON.stringify(loopbackOptions)})`,
    barge: "window.browserSpeakBench.runBargeIn({ timeoutMs: 90000 })",
    "barge-in": "window.browserSpeakBench.runBargeIn({ timeoutMs: 90000 })",
    suite: "window.browserSpeakBench.runSuite()",
  }[normalized];
  if (!expression) throw new Error(`Unknown local benchmark task: ${task}`);
  await runPageTask(client, expression, {
    label: `${label} ${normalized}`,
    timeoutMs: normalized === "suite" ? Math.max(taskTimeoutMs, 420000) : taskTimeoutMs,
  });
}

async function exportPayload(client, candidates) {
  const exportResult = await runPageTask(client, "window.browserSpeakBench.exportResults()", {
    label: "export results",
    timeoutMs: 30000,
  }).catch(() => ({ summary: null, results: [] }));
  return {
    generatedAt: new Date().toISOString(),
    url,
    config: benchmarkConfig(),
    candidates,
    summary: exportResult.summary,
    results: exportResult.results,
  };
}

function benchmarkConfig() {
  return {
    tasks: localTasks,
    stackCount: stacks.length,
    loadTimeoutMs,
    taskTimeoutMs,
    protocolTimeoutMs,
    pollTimeoutMs,
    pageUnresponsiveTimeoutMs,
    ttsWarmup,
    reuseProfile,
    headless,
    chrome,
    profileDir,
    extraChromeArgs: parseChromeArgs(),
  };
}

function isPageUnresponsiveError(error) {
  return /page stayed unresponsive|Runtime\.evaluate timed out/i.test(error?.message ?? String(error));
}

async function writeJson(payload) {
  await writeFile(resultPath, `${JSON.stringify(payload, null, 2)}\n`);
}

function buildStacks() {
  if (process.env.BROWSER_SPEAK_LOCAL_STACKS) {
    const parsed = JSON.parse(process.env.BROWSER_SPEAK_LOCAL_STACKS);
    if (!Array.isArray(parsed)) throw new Error("BROWSER_SPEAK_LOCAL_STACKS must be a JSON array.");
    return parsed.map((stack, index) => normalizeLocalStack(stack, index));
  }
  const llms = parseList(process.env.BROWSER_SPEAK_LOCAL_LLMS ?? "HuggingFaceTB/SmolLM2-135M-Instruct");
  const asrs = parseList(
    process.env.BROWSER_SPEAK_LOCAL_ASRS ??
      "onnx-community/moonshine-base-ONNX,onnx-community/moonshine-tiny-ONNX,onnx-community/whisper-tiny.en",
  );
  const voices = parseList(process.env.BROWSER_SPEAK_LOCAL_VOICES ?? "F2");
  const steps = parseList(process.env.BROWSER_SPEAK_LOCAL_TTS_STEPS ?? "2").map((value) => Number(value));
  const vadSilenceValues = parseList(process.env.BROWSER_SPEAK_LOCAL_VAD_SILENCE_MS ?? "480").map((value) =>
    Number(value),
  );
  const partialAsr = process.env.BROWSER_SPEAK_PARTIAL_ASR !== "false";
  const stacks = [];
  for (const llm of llms) {
    for (const asr of asrs) {
      for (const voice of voices) {
        for (const ttsSteps of steps) {
          for (const vadSilenceMs of vadSilenceValues) {
            stacks.push({
              device: "wasm",
              llm,
              asr,
              voice,
              ttsSteps,
              vadSilenceMs,
              partialAsr,
              ttsWarmup,
            });
          }
        }
      }
    }
  }
  return stacks;
}

function normalizeLocalStack(stack, index) {
  return {
    device: "wasm",
    name: stack.name ?? `stack-${index + 1}`,
    llm: stack.llm ?? parseList(process.env.BROWSER_SPEAK_LOCAL_LLMS ?? "HuggingFaceTB/SmolLM2-135M-Instruct")[0],
    asr: stack.asr ?? parseList(process.env.BROWSER_SPEAK_LOCAL_ASRS ?? "onnx-community/moonshine-base-ONNX")[0],
    voice: stack.voice ?? parseList(process.env.BROWSER_SPEAK_LOCAL_VOICES ?? "F2")[0],
    ttsSteps: Number(stack.ttsSteps ?? parseList(process.env.BROWSER_SPEAK_LOCAL_TTS_STEPS ?? "2")[0]),
    vadSilenceMs: Number(stack.vadSilenceMs ?? parseList(process.env.BROWSER_SPEAK_LOCAL_VAD_SILENCE_MS ?? "480")[0]),
    partialAsr: stack.partialAsr ?? (process.env.BROWSER_SPEAK_PARTIAL_ASR !== "false"),
    ttsWarmup: stack.ttsWarmup ?? ttsWarmup,
    ...(stack.ttsChunking ? { ttsChunking: stack.ttsChunking } : {}),
  };
}

function maxStacks() {
  if (!process.env.BROWSER_SPEAK_LOCAL_MAX_STACKS) return Number.POSITIVE_INFINITY;
  const value = Number(process.env.BROWSER_SPEAK_LOCAL_MAX_STACKS);
  return Number.isFinite(value) ? Math.max(0, value) : Number.POSITIVE_INFINITY;
}

async function ensureServer() {
  const response = await fetch(url).catch((error) => {
    throw new Error(`Could not reach ${url}: ${error.message}`);
  });
  if (!response.ok) throw new Error(`${url} returned HTTP ${response.status}`);
}

async function waitForBenchApi(client) {
  const deadline = Date.now() + 15000;
  while (Date.now() < deadline) {
    try {
      if (await client.evaluate("Boolean(window.browserSpeakBench)")) return;
    } catch {
      // The target may still be navigating and can destroy the execution context.
    }
    await sleep(100);
  }
  throw new Error("window.browserSpeakBench was not installed.");
}

async function runPageTask(client, expression, { label = "page task", timeoutMs = 30000 } = {}) {
  const taskId = `task_${Date.now()}_${Math.random().toString(16).slice(2)}`;
  await client.evaluate(`(() => {
    const taskId = ${JSON.stringify(taskId)};
    window.__browserSpeakHarnessTasks ||= {};
    window.__browserSpeakHarnessTasks[taskId] = { done: false, label: ${JSON.stringify(label)} };
    Promise.resolve(${expression})
      .then((value) => {
        window.__browserSpeakHarnessTasks[taskId] = { done: true, value };
      })
      .catch((error) => {
        window.__browserSpeakHarnessTasks[taskId] = {
          done: true,
          error: error?.stack || error?.message || String(error),
        };
      });
    return true;
  })()`);
  const deadline = Date.now() + timeoutMs;
  let lastEvents = [];
  let lastPollError = "";
  let pollErrorSince = 0;
  while (Date.now() < deadline) {
    let task = null;
    try {
      task = await client.evaluate(
        `window.__browserSpeakHarnessTasks?.[${JSON.stringify(taskId)}] ?? null`,
        pollTimeoutMs,
      );
      lastPollError = "";
      pollErrorSince = 0;
    } catch (error) {
      const message = error.message ?? String(error);
      pollErrorSince ||= Date.now();
      if (message !== lastPollError) {
        console.log(`${label}: waiting for page response (${message})`);
        lastPollError = message;
      }
      if (Date.now() - pollErrorSince > pageUnresponsiveTimeoutMs) {
        throw new Error(
          `${label} page stayed unresponsive for ${(pageUnresponsiveTimeoutMs / 1000).toFixed(0)} seconds; last poll error: ${message}`,
        );
      }
      await sleep(500);
      continue;
    }
    if (task?.done) {
      await client
        .evaluate(`delete window.__browserSpeakHarnessTasks?.[${JSON.stringify(taskId)}]`, pollTimeoutMs)
        .catch(() => {});
      if (task.error) throw new Error(`${label} failed: ${task.error}`);
      return task.value;
    }
    const snapshot = await client
      .evaluate(`(() => {
        const state = window.browserSpeakBench?.state?.();
        return state ? {
          modelsLoaded: state.modelsLoaded,
          modelsLoading: state.modelsLoading,
          activeBenchmark: state.activeBenchmark?.kind ?? null,
          suiteRunning: state.suiteRunning,
          events: state.events?.slice(0, 3) ?? [],
        } : null;
      })()`, pollTimeoutMs)
      .catch(() => null);
    const events = snapshot?.events ?? [];
    if (events.join("\\n") !== lastEvents.join("\\n")) {
      lastEvents = events;
      if (events[0]) console.log(`${label}: ${events[0]}`);
    }
    await sleep(500);
  }
  throw new Error(`${label} timed out after ${(timeoutMs / 1000).toFixed(0)} seconds.`);
}

function launchBrowser(port, profileDir) {
  const child = spawn(
    chrome,
    [
      ...(headless ? ["--headless=new"] : []),
      "--no-sandbox",
      "--disable-gpu",
      "--disable-dev-shm-usage",
      "--disable-background-networking",
      "--disable-extensions",
      "--no-default-browser-check",
      "--no-first-run",
      "--autoplay-policy=no-user-gesture-required",
      `--remote-debugging-port=${port}`,
      `--user-data-dir=${profileDir}`,
      ...parseChromeArgs(),
    ],
    { stdio: ["ignore", "pipe", "pipe"] },
  );
  child.browserLog = "";
  const appendLog = (chunk) => {
    child.browserLog = `${child.browserLog}${chunk}`;
    if (child.browserLog.length > 8000) child.browserLog = child.browserLog.slice(-8000);
  };
  child.stdout.on("data", appendLog);
  child.stderr.on("data", appendLog);
  return child;
}

async function stopBrowser(child, profileDir) {
  if (child.exitCode == null) child.kill("SIGTERM");
  await new Promise((resolve) => {
    child.once("exit", resolve);
    setTimeout(resolve, 3000);
  });
  if (child.exitCode == null) child.kill("SIGKILL");
  if (!profileDir) return;
  for (let attempt = 0; attempt < 5; attempt += 1) {
    try {
      await rm(profileDir, { recursive: true, force: true });
      return;
    } catch (error) {
      if (attempt === 4) {
        console.warn(`Could not remove ${profileDir}: ${error.message}`);
        return;
      }
      await sleep(500);
    }
  }
}

async function connectToPage(port, child) {
  const deadline = Date.now() + 60000;
  let lastError = null;
  while (Date.now() < deadline) {
    if (child.exitCode != null) {
      throw new Error(`Chrome exited before DevTools became available.\n${child.browserLog}`);
    }
    try {
      const version = await fetch(`http://127.0.0.1:${port}/json/version`).then((response) => response.json());
      if (version.webSocketDebuggerUrl) {
        const page = await createPageTarget(port);
        return new CdpClient(page.webSocketDebuggerUrl);
      }
    } catch (error) {
      lastError = error;
    }
    await sleep(250);
  }
  throw new Error(
    `Could not connect to Chrome DevTools on port ${port}: ${lastError?.message ?? "unknown error"}\n${child.browserLog}`,
  );
}

async function createPageTarget(port) {
  for (const method of ["PUT", "GET"]) {
    const response = await fetch(`http://127.0.0.1:${port}/json/new?${encodeURIComponent(url)}`, {
      method,
    }).catch(() => null);
    if (response?.ok) {
      const target = await response.json();
      if (target.webSocketDebuggerUrl) return target;
    }
  }
  const targets = await fetch(`http://127.0.0.1:${port}/json`).then((response) => response.json());
  const page = targets.find((target) => target.type === "page" && target.url === url);
  if (page?.webSocketDebuggerUrl) return page;
  throw new Error("Could not create or find a page target.");
}

class CdpClient {
  constructor(webSocketUrl) {
    this.nextId = 1;
    this.pending = new Map();
    this.socket = new WebSocket(webSocketUrl);
    this.opened = new Promise((resolve, reject) => {
      this.socket.onopen = resolve;
      this.socket.onerror = reject;
      this.socket.onmessage = (event) => this.onMessage(event);
    });
  }

  onMessage(event) {
    const message = JSON.parse(event.data);
    if (!message.id || !this.pending.has(message.id)) return;
    const { resolve: onResolve, reject } = this.pending.get(message.id);
    this.pending.delete(message.id);
    if (message.error) reject(new Error(message.error.message));
    else onResolve(message.result);
  }

  async call(method, params = {}, timeoutMs = protocolTimeoutMs) {
    await this.opened;
    const id = this.nextId++;
    this.socket.send(JSON.stringify({ id, method, params }));
    return new Promise((resolvePromise, reject) => {
      const timer = setTimeout(() => {
        this.pending.delete(id);
        reject(new Error(`${method} timed out after ${(timeoutMs / 1000).toFixed(0)} seconds.`));
      }, timeoutMs);
      this.pending.set(id, {
        resolve: (value) => {
          clearTimeout(timer);
          resolvePromise(value);
        },
        reject: (error) => {
          clearTimeout(timer);
          reject(error);
        },
      });
    });
  }

  async evaluate(expression, timeoutMs = protocolTimeoutMs) {
    const result = await this.call("Runtime.evaluate", {
      expression,
      returnByValue: true,
    }, timeoutMs);
    if (result.exceptionDetails) throw new Error(formatException(result.exceptionDetails));
    return result.result.value;
  }

  closeBrowser() {
    try {
      this.socket.send(JSON.stringify({ id: this.nextId++, method: "Browser.close", params: {} }));
    } catch {
      // The surrounding process cleanup handles already-closed targets.
    }
    try {
      this.socket.close();
    } catch {
      // Ignore close races.
    }
  }
}

function formatException(exceptionDetails) {
  const exception = exceptionDetails.exception;
  return exception?.description ?? exception?.value ?? exceptionDetails.text ?? "Evaluation failed.";
}

function parseList(value) {
  return String(value ?? "")
    .split(",")
    .map((item) => item.trim())
    .filter(Boolean);
}

function parseChromeArgs() {
  const raw = process.env.BROWSER_SPEAK_CHROME_ARGS ?? "";
  return (
    raw
      .match(/(?:[^\s"']+|"[^"]*"|'[^']*')+/g)
      ?.map((arg) => arg.replace(/^["']|["']$/g, "")) ?? []
  );
}

function stackLabel(stack) {
  return [
    shortModel(stack.llm),
    shortModel(stack.asr),
    stack.voice,
    `${stack.ttsSteps} steps`,
    `${stack.vadSilenceMs}ms`,
    stack.ttsChunking ? `chunk ${stack.ttsChunking.firstTargetChars ?? "?"}/${stack.ttsChunking.targetChars ?? "?"}` : "",
  ]
    .filter(Boolean)
    .join(" / ");
}

function shortModel(modelId = "") {
  return modelId.split("/").at(-1)?.replace(/-ONNX$/, "") ?? modelId;
}

function summarizeCandidates(candidates) {
  for (const candidate of candidates) {
    const metrics = candidate.metrics ?? {};
    const parts = [];
    if (Number.isFinite(metrics.ttsMedianFirstAudioMs)) {
      parts.push(`tts first audio ${formatMs(metrics.ttsMedianFirstAudioMs)}`);
    }
    if (Number.isFinite(metrics.modelLoadMs)) {
      parts.push(`load ${formatMs(metrics.modelLoadMs)}`);
    }
    if (Number.isFinite(metrics.loopbackMedianSpeechEndToFirstAudioMs)) {
      parts.push(`loopback end-to-audio ${formatMs(metrics.loopbackMedianSpeechEndToFirstAudioMs)}`);
    }
    if (Number.isFinite(metrics.identityMedianFirstAudioMs)) {
      parts.push(`identity first audio ${formatMs(metrics.identityMedianFirstAudioMs)}`);
    }
    const suffix = parts.length > 0 ? `, ${parts.join(", ")}` : "";
    const error = candidate.error ? ` (${candidate.error})` : "";
    console.log(`${stackLabel(candidate.stack)}: ${candidate.status}, ${candidate.rowCount ?? 0} rows${suffix}${error}`);
  }
}

function metricsForRows(rows) {
  const completed = rows.filter((row) => !row.error);
  const byKind = (kind) => completed.filter((row) => row.kind === kind);
  const ttsRows = byKind("tts");
  const identityRows = byKind("identity");
  const chatRows = byKind("chat");
  const loopbackRows = byKind("loopback");
  return {
    modelLoadMs: rows.find((row) => Number.isFinite(row.stack?.modelLoadMs))?.stack.modelLoadMs ?? null,
    ttsRuns: ttsRows.length,
    ttsMedianFirstAudioMs: median(ttsRows.map((row) => row.firstAudioMs)),
    ttsMedianSynthesisMs: median(ttsRows.map((row) => row.firstTtsSynthesisMs)),
    ttsMedianAudioEndMs: median(ttsRows.map((row) => row.audioEndMs)),
    identityRuns: identityRows.length,
    identityMedianFirstTokenMs: median(identityRows.map((row) => row.firstTokenMs)),
    identityMedianFirstAudioMs: median(identityRows.map((row) => row.firstAudioMs)),
    identityPasses: identityRows.filter((row) => row.llmQualityPass).length,
    chatRuns: chatRows.length,
    chatMedianFirstTokenMs: median(chatRows.map((row) => row.firstTokenMs)),
    chatMedianFirstAudioMs: median(chatRows.map((row) => row.firstAudioMs)),
    loopbackRuns: loopbackRows.length,
    loopbackMedianWer: median(loopbackRows.map((row) => row.sttWer)),
    loopbackMedianSpeechEndToFirstAudioMs: median(
      loopbackRows.map((row) => row.speechEndToFirstAudioMs),
    ),
    loopbackMedianSpeechEndToAudioEndMs: median(
      loopbackRows.map((row) => row.speechEndToAudioEndMs),
    ),
  };
}

function median(values) {
  const finite = values.filter(Number.isFinite).sort((a, b) => a - b);
  if (finite.length === 0) return null;
  const middle = Math.floor(finite.length / 2);
  if (finite.length % 2 === 1) return finite[middle];
  return (finite[middle - 1] + finite[middle]) / 2;
}

function formatMs(value) {
  if (!Number.isFinite(value)) return "-";
  if (value < 1000) return `${Math.round(value)} ms`;
  return `${(value / 1000).toFixed(2)} s`;
}

function sleep(ms) {
  return new Promise((resolve) => setTimeout(resolve, ms));
}

await main();